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David S Greenberg
David S Greenberg
Helmholz Centre Hereon
Verified email at hereon.de - Homepage
Title
Cited by
Cited by
Year
Imaging input and output of neocortical networks in vivo
JND Kerr, D Greenberg, F Helmchen
Proceedings of the National Academy of Sciences 102 (39), 14063-14068, 2005
5732005
Population imaging of ongoing neuronal activity in the visual cortex of awake rats
DS Greenberg, AR Houweling, JND Kerr
Nature neuroscience 11 (7), 749-751, 2008
5032008
Automatic Posterior Transformation for Likelihood-Free Inference
DS Greenberg, M Nonnenmacher, JH Macke
International Conference on Machine Learning, 2019
3302019
Rats maintain an overhead binocular field at the expense of constant fusion
DJ Wallace, DS Greenberg, J Sawinski, S Rulla, G Notaro, JND Kerr
Nature 498 (7452), 65-69, 2013
3122013
Spatial organization of neuronal population responses in layer 2/3 of rat barrel cortex
JND Kerr, CPJ De Kock, DS Greenberg, RM Bruno, B Sakmann, ...
Journal of neuroscience 27 (48), 13316-13328, 2007
3072007
SBI--A toolkit for simulation-based inference
A Tejero-Cantero, J Boelts, M Deistler, JM Lueckmann, C Durkan, ...
The Journal of Open Source Software 5 (52), 2505, 2020
2812020
Visually evoked activity in cortical cells imaged in freely moving animals
J Sawinski, DJ Wallace, DS Greenberg, S Grossmann, W Denk, JND Kerr
Proceedings of the National Academy of Sciences 106 (46), 19557-19562, 2009
2782009
Training deep neural density estimators to identify mechanistic models of neural dynamics
PJ Gonçalves, JM Lueckmann, M Deistler, M Nonnenmacher, K Öcal, ...
Elife 9, e56261, 2020
2162020
Benchmarking Simulation-Based Inference
JM Lueckmann, J Boelts, DS Greenberg, PJ Gonçalves, JH Macke
Proceedings of The 24th International Conference on Artificial Intelligence …, 2021
1962021
Automated correction of fast motion artifacts for two-photon imaging of awake animals
DS Greenberg, JND Kerr
Journal of neuroscience methods 176 (1), 1-15, 2009
1822009
Machine learning in marine ecology: an overview of techniques and applications
P Rubbens, S Brodie, T Cordier, D Destro Barcellos, P Devos, ...
ICES Journal of Marine Science 80 (7), 1829-1853, 2023
512023
Changing the responses of cortical neurons from sub-to suprathreshold using single spikes in vivo
V Pawlak, DS Greenberg, H Sprekeler, W Gerstner, JND Kerr
Elife 2, e00012, 2013
392013
GATSBI: Generative Adversarial Training for Simulation-Based Inference
P Ramesh, JM Lueckmann, J Boelts, Á Tejero-Cantero, DS Greenberg, ...
International Conference on Learning Representations., 2022
352022
Ocular Videography System
J Kerr, DH Wallace, J Sawinski, D Greenberg
US Patent 9,801,539, 2017
292017
Deep Emulators for Differentiation, Forecasting and Parametrization in Earth Science Simulators
M Nonnenmacher, DS Greenberg
Journal of Advances in Modeling Earth Systems, e2021MS002554, 2021
282021
Accurate action potential inference from a calcium sensor protein through biophysical modeling
DS Greenberg, DJ Wallace, KM Voit, S Wuertenberger, U Czubayko, ...
BioRxiv, 479055, 2018
262018
Imaging neuronal population activity in awake and anesthetized rodents
DS Greenberg, DJ Wallace, JND Kerr
Cold Spring Harbor protocols 2014 (9), pdb. top083535, 2014
72014
To the brave scientists: Aren't we strong enough to stand (and profit from) uncertainty in Earth system measurement and modelling?
H Paasche, M Gross, J Lüttgau, D Greenberg, T Weigel
Geoscience Data Journal, 2021
62021
Robust detection of marine life with label-free image feature learning and probability calibration
T Schanz, KO Möller, S Rühl, DS Greenberg
Machine Learning: Science and Technology 4 (3), 035007, 2023
32023
Statistical inference for analyzing sloppiness in neuroscience models
M Deistler, GJ Pedro, JM Lueckmann, K Oecal, DS Greenberg, JH Macke
Bernstein Conference 2019, Berlin, Germany, 2019
22019
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Articles 1–20